He was a second choice:
After Levi P. Morton backed out of the nomination to avoid a dispute, Chester A. Arthur (a close friend to U.S. Senator Roscoe Conkling) was subsequently chosen as Garfield's running mate by a large margin over Elihu B. Washburne.